Overview

Dataset statistics

Number of variables31
Number of observations22257
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.4 MiB
Average record size in memory256.0 B

Variable types

Numeric30
Categorical1

Alerts

V12 is highly overall correlated with V14High correlation
V14 is highly overall correlated with V12High correlation
V21 is highly overall correlated with V22High correlation
V22 is highly overall correlated with V21High correlation
Class is highly imbalanced (96.9%)Imbalance

Reproduction

Analysis started2023-12-20 17:41:29.881687
Analysis finished2023-12-20 17:45:32.349302
Duration4 minutes and 2.47 seconds
Software versionydata-profiling vv4.6.3
Download configurationconfig.json

Variables

Time
Real number (ℝ)

Distinct14490
Distinct (%)65.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean21412.665
Minimum0
Maximum35634
Zeros2
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size347.8 KiB
2023-12-20T17:45:32.585202image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1154.8
Q110154
median26145
Q332147
95-th percentile34919
Maximum35634
Range35634
Interquartile range (IQR)21993

Descriptive statistics

Standard deviation12022.365
Coefficient of variation (CV)0.56146045
Kurtosis-1.2836932
Mean21412.665
Median Absolute Deviation (MAD)7583
Skewness-0.51075021
Sum4.765817 × 108
Variance1.4453725 × 108
MonotonicityNot monotonic
2023-12-20T17:45:33.041017image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3749 16
 
0.1%
19912 16
 
0.1%
3760 16
 
0.1%
3755 15
 
0.1%
3770 15
 
0.1%
3747 14
 
0.1%
3767 14
 
0.1%
3750 14
 
0.1%
3756 13
 
0.1%
19915 12
 
0.1%
Other values (14480) 22112
99.3%
ValueCountFrequency (%)
0 2
< 0.1%
1 2
< 0.1%
2 2
< 0.1%
4 1
 
< 0.1%
7 2
< 0.1%
10 3
< 0.1%
11 1
 
< 0.1%
12 1
 
< 0.1%
13 1
 
< 0.1%
15 1
 
< 0.1%
ValueCountFrequency (%)
35634 1
< 0.1%
35633 2
< 0.1%
35632 2
< 0.1%
35631 1
< 0.1%
35630 2
< 0.1%
35629 2
< 0.1%
35628 2
< 0.1%
35627 2
< 0.1%
35626 1
< 0.1%
35625 1
< 0.1%

V1
Real number (ℝ)

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.21146866
Minimum-30.55238
Maximum1.9604966
Zeros0
Zeros (%)0.0%
Negative11792
Negative (%)53.0%
Memory size347.8 KiB
2023-12-20T17:45:33.486146image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-30.55238
5-th percentile-2.8143106
Q1-0.95452823
median-0.26659171
Q31.165283
95-th percentile1.3518279
Maximum1.9604966
Range32.512877
Interquartile range (IQR)2.1198112

Descriptive statistics

Standard deviation1.8242788
Coefficient of variation (CV)-8.6267101
Kurtosis39.521394
Mean-0.21146866
Median Absolute Deviation (MAD)1.2860235
Skewness-4.1269049
Sum-4706.6579
Variance3.3279932
MonotonicityNot monotonic
2023-12-20T17:45:33.876474image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.30252069 26
 
0.1%
1.284474754 18
 
0.1%
0.8986142746 18
 
0.1%
1.012594684 15
 
0.1%
1.245673819 14
 
0.1%
1.109984574 13
 
0.1%
1.090665696 10
 
< 0.1%
0.8792953968 9
 
< 0.1%
1.188602808 9
 
< 0.1%
1.335053154 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-30.55238004 1
< 0.1%
-29.87636551 1
< 0.1%
-29.20032859 1
< 0.1%
-27.84818067 1
< 0.1%
-27.67056888 1
< 0.1%
-27.14367842 1
< 0.1%
-26.61995215 1
< 0.1%
-25.94243445 1
< 0.1%
-25.26635502 1
< 0.1%
-24.59024477 1
< 0.1%
ValueCountFrequency (%)
1.960496567 1
< 0.1%
1.628532362 1
< 0.1%
1.625070418 1
< 0.1%
1.616392389 1
< 0.1%
1.610633921 1
< 0.1%
1.605329486 1
< 0.1%
1.603531374 1
< 0.1%
1.597947367 1
< 0.1%
1.5974472 1
< 0.1%
1.596761204 1
< 0.1%

V2
Real number (ℝ)

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.13124827
Minimum-34.607649
Maximum16.713389
Zeros0
Zeros (%)0.0%
Negative9488
Negative (%)42.6%
Memory size347.8 KiB
2023-12-20T17:45:34.259188image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-34.607649
5-th percentile-1.6720268
Q1-0.44233167
median0.15623356
Q30.79066684
95-th percentile1.8007096
Maximum16.713389
Range51.321038
Interquartile range (IQR)1.2329985

Descriptive statistics

Standard deviation1.4993518
Coefficient of variation (CV)11.423783
Kurtosis50.054875
Mean0.13124827
Median Absolute Deviation (MAD)0.61818759
Skewness-2.0232215
Sum2921.1928
Variance2.2480557
MonotonicityNot monotonic
2023-12-20T17:45:34.537541image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.4474736062 26
 
0.1%
-0.5285973831 18
 
0.1%
0.03389619282 18
 
0.1%
0.1854111028 15
 
0.1%
0.1669750195 14
 
0.1%
0.3680321465 13
 
0.1%
0.3361088879 10
 
< 0.1%
0.0019729342 9
 
< 0.1%
0.1351413097 9
 
< 0.1%
0.3314640264 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-34.60764864 1
< 0.1%
-29.78032764 1
< 0.1%
-25.64052693 1
< 0.1%
-25.31325215 1
< 0.1%
-20.28395844 1
< 0.1%
-20.18812265 1
< 0.1%
-19.9171648 1
< 0.1%
-18.09880395 1
< 0.1%
-17.21019695 1
< 0.1%
-16.70999538 1
< 0.1%
ValueCountFrequency (%)
16.71338924 1
< 0.1%
16.43452455 1
< 0.1%
16.15570143 1
< 0.1%
15.59819266 1
< 0.1%
15.36580438 1
< 0.1%
14.84554474 1
< 0.1%
14.60199804 1
< 0.1%
14.32325381 1
< 0.1%
14.04456678 1
< 0.1%
13.48738579 1
< 0.1%

V3
Real number (ℝ)

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.72125382
Minimum-31.103685
Maximum4.1017162
Zeros0
Zeros (%)0.0%
Negative3849
Negative (%)17.3%
Memory size347.8 KiB
2023-12-20T17:45:34.810549image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-31.103685
5-th percentile-1.0810552
Q10.26887313
median0.8504383
Q31.4807642
95-th percentile2.4137124
Maximum4.1017162
Range35.205401
Interquartile range (IQR)1.2118911

Descriptive statistics

Standard deviation1.6273677
Coefficient of variation (CV)2.2563038
Kurtosis86.682125
Mean0.72125382
Median Absolute Deviation (MAD)0.60579443
Skewness-6.7673923
Sum16052.946
Variance2.6483257
MonotonicityNot monotonic
2023-12-20T17:45:35.087657image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.4957574879 26
 
0.1%
-0.5519523239 18
 
0.1%
-0.0832970051 18
 
0.1%
1.857002444 15
 
0.1%
0.4883057426 14
 
0.1%
-0.06140746339 13
 
0.1%
-0.0726205572 10
 
< 0.1%
-0.09451009891 9
 
< 0.1%
0.5979758128 9
 
< 0.1%
-2.057762777 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-31.10368482 1
< 0.1%
-30.55869682 1
< 0.1%
-30.01371249 1
< 0.1%
-28.92375595 1
< 0.1%
-28.40742446 1
< 0.1%
-27.74708353 1
< 0.1%
-27.36865029 1
< 0.1%
-26.82367291 1
< 0.1%
-26.27870059 1
< 0.1%
-25.18877297 1
< 0.1%
ValueCountFrequency (%)
4.101716178 1
< 0.1%
4.079167812 1
< 0.1%
4.029428319 1
< 0.1%
4.017561418 1
< 0.1%
3.971380972 1
< 0.1%
3.945275899 1
< 0.1%
3.940337447 1
< 0.1%
3.924952573 1
< 0.1%
3.920274898 1
< 0.1%
3.90655802 1
< 0.1%

V4
Real number (ℝ)

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.20919095
Minimum-5.1725945
Maximum11.927512
Zeros0
Zeros (%)0.0%
Negative9727
Negative (%)43.7%
Memory size347.8 KiB
2023-12-20T17:45:35.372966image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-5.1725945
5-th percentile-2.0273954
Q1-0.699957
median0.19146523
Q31.0855734
95-th percentile2.6636243
Maximum11.927512
Range17.100106
Interquartile range (IQR)1.7855304

Descriptive statistics

Standard deviation1.4224152
Coefficient of variation (CV)6.7996021
Kurtosis2.6095971
Mean0.20919095
Median Absolute Deviation (MAD)0.89287925
Skewness0.51661496
Sum4655.963
Variance2.0232651
MonotonicityNot monotonic
2023-12-20T17:45:35.640110image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-3.214799282 26
 
0.1%
-1.692216951 18
 
0.1%
1.256326169 18
 
0.1%
2.625675359 15
 
0.1%
0.6353219207 14
 
0.1%
1.376844397 13
 
0.1%
1.384967473 10
 
< 0.1%
1.264449245 9
 
< 0.1%
0.5652322876 9
 
< 0.1%
-0.3461753553 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-5.172594539 1
< 0.1%
-4.826127166 1
< 0.1%
-4.75861392 1
< 0.1%
-4.657545034 1
< 0.1%
-4.573540467 1
< 0.1%
-4.515824355 1
< 0.1%
-4.464895266 1
< 0.1%
-4.449606341 1
< 0.1%
-4.43421128 1
< 0.1%
-4.283314915 1
< 0.1%
ValueCountFrequency (%)
11.92751187 1
< 0.1%
11.90616991 1
< 0.1%
11.88531289 1
< 0.1%
11.86486808 1
< 0.1%
11.84477659 1
< 0.1%
11.16552584 1
< 0.1%
10.46302042 1
< 0.1%
10.33009983 1
< 0.1%
10.31334937 1
< 0.1%
10.29660279 1
< 0.1%

V5
Real number (ℝ)

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.19916347
Minimum-42.147898
Maximum34.099309
Zeros0
Zeros (%)0.0%
Negative13628
Negative (%)61.2%
Memory size347.8 KiB
2023-12-20T17:45:35.940295image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-42.147898
5-th percentile-1.7398943
Q1-0.79779316
median-0.22900616
Q30.31952972
95-th percentile1.9032542
Maximum34.099309
Range76.247208
Interquartile range (IQR)1.1173229

Descriptive statistics

Standard deviation1.4299921
Coefficient of variation (CV)-7.1799921
Kurtosis100.49284
Mean-0.19916347
Median Absolute Deviation (MAD)0.5589922
Skewness-2.8484069
Sum-4432.7813
Variance2.0448775
MonotonicityNot monotonic
2023-12-20T17:45:36.223401image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2.705041053 26
 
0.1%
1.390419382 18
 
0.1%
0.5540913478 18
 
0.1%
-0.8136860245 15
 
0.1%
-0.5627766808 14
 
0.1%
0.07043737921 13
 
0.1%
0.06057491341 10
 
< 0.1%
0.544228882 9
 
< 0.1%
-0.5871871732 9
 
< 0.1%
2.583233822 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-42.14789837 1
< 0.1%
-32.092129 1
< 0.1%
-25.77280025 1
< 0.1%
-23.6118649 1
< 0.1%
-22.10553152 1
< 0.1%
-21.6656543 1
< 0.1%
-21.22580965 1
< 0.1%
-20.34726368 1
< 0.1%
-20.34622816 1
< 0.1%
-20.08787757 1
< 0.1%
ValueCountFrequency (%)
34.09930934 1
< 0.1%
23.04624151 1
< 0.1%
18.62168597 1
< 0.1%
16.87896731 1
< 0.1%
16.16082387 1
< 0.1%
11.97426887 1
< 0.1%
11.79489289 1
< 0.1%
10.95132407 1
< 0.1%
9.851762706 1
< 0.1%
9.408113831 1
< 0.1%

V6
Real number (ℝ)

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.098516994
Minimum-23.496714
Maximum22.529298
Zeros0
Zeros (%)0.0%
Negative12859
Negative (%)57.8%
Memory size347.8 KiB
2023-12-20T17:45:36.495844image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-23.496714
5-th percentile-1.2820651
Q1-0.64860506
median-0.16930537
Q30.48643898
95-th percentile3.2638409
Maximum22.529298
Range46.026012
Interquartile range (IQR)1.135044

Descriptive statistics

Standard deviation1.3288152
Coefficient of variation (CV)13.488182
Kurtosis18.414099
Mean0.098516994
Median Absolute Deviation (MAD)0.543216
Skewness1.283016
Sum2192.6927
Variance1.7657498
MonotonicityNot monotonic
2023-12-20T17:45:36.764005image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2.762439585 26
 
0.1%
3.487250802 18
 
0.1%
0.7023423327 18
 
0.1%
0.7411976888 15
 
0.1%
-1.011072616 14
 
0.1%
-1.100572945 13
 
0.1%
-1.096974276 10
 
< 0.1%
0.7059410018 9
 
< 0.1%
-0.7979911403 9
 
< 0.1%
2.854101997 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-23.49671393 1
< 0.1%
-17.57483526 1
< 0.1%
-13.45077283 1
< 0.1%
-11.13246243 1
< 0.1%
-10.0724372 1
< 0.1%
-8.71053567 1
< 0.1%
-7.63505454 1
< 0.1%
-7.574798166 1
< 0.1%
-7.384811466 1
< 0.1%
-7.130336081 1
< 0.1%
ValueCountFrequency (%)
22.52929847 1
< 0.1%
21.39306876 1
< 0.1%
16.4932271 1
< 0.1%
15.49696229 1
< 0.1%
13.37379759 1
< 0.1%
10.372415 1
< 0.1%
10.03392286 1
< 0.1%
9.342676641 1
< 0.1%
8.520487556 1
< 0.1%
7.518233656 1
< 0.1%

V7
Real number (ℝ)

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.11676578
Minimum-26.548144
Maximum36.677268
Zeros0
Zeros (%)0.0%
Negative12003
Negative (%)53.9%
Memory size347.8 KiB
2023-12-20T17:45:37.016348image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-26.548144
5-th percentile-1.3677887
Q1-0.5963093
median-0.066333011
Q30.44970919
95-th percentile1.157693
Maximum36.677268
Range63.225412
Interquartile range (IQR)1.0460185

Descriptive statistics

Standard deviation1.3012225
Coefficient of variation (CV)-11.143869
Kurtosis120.4804
Mean-0.11676578
Median Absolute Deviation (MAD)0.52443866
Skewness-1.8075692
Sum-2598.8559
Variance1.6931801
MonotonicityNot monotonic
2023-12-20T17:45:37.271260image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.5938465551 26
 
0.1%
-1.223488842 18
 
0.1%
0.1556682316 18
 
0.1%
-1.050509509 15
 
0.1%
0.01495266147 14
 
0.1%
0.6103973431 13
 
0.1%
0.6236671518 10
 
< 0.1%
0.1689380404 9
 
< 0.1%
-0.07110526576 9
 
< 0.1%
-0.1875473373 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-26.54814377 1
< 0.1%
-21.92281103 1
< 0.1%
-20.37151359 1
< 0.1%
-20.08139107 1
< 0.1%
-19.79124841 1
< 0.1%
-19.21089642 1
< 0.1%
-19.04196043 1
< 0.1%
-18.70947882 1
< 0.1%
-18.28773349 1
< 0.1%
-18.26139293 1
< 0.1%
ValueCountFrequency (%)
36.67726795 1
< 0.1%
34.30317686 1
< 0.1%
21.91452924 1
< 0.1%
21.43751446 1
< 0.1%
18.94823585 1
< 0.1%
17.07343938 1
< 0.1%
12.905031 1
< 0.1%
11.67956066 1
< 0.1%
10.60203607 1
< 0.1%
9.656751751 1
< 0.1%

V8
Real number (ℝ)

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.036418488
Minimum-41.484823
Maximum20.007208
Zeros0
Zeros (%)0.0%
Negative10091
Negative (%)45.3%
Memory size347.8 KiB
2023-12-20T17:45:37.534419image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-41.484823
5-th percentile-0.82396702
Q1-0.15931727
median0.035453239
Q30.29818511
95-th percentile0.96654182
Maximum20.007208
Range61.492031
Interquartile range (IQR)0.45750237

Descriptive statistics

Standard deviation1.2659877
Coefficient of variation (CV)34.762224
Kurtosis174.85408
Mean0.036418488
Median Absolute Deviation (MAD)0.22127207
Skewness-5.44797
Sum810.5663
Variance1.6027248
MonotonicityNot monotonic
2023-12-20T17:45:37.817632image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.5564510255 26
 
0.1%
0.8757863762 18
 
0.1%
0.1963597357 18
 
0.1%
0.4114487108 15
 
0.1%
-0.1602108633 14
 
0.1%
-0.4872009722 13
 
0.1%
-0.489796511 10
 
< 0.1%
0.1937641969 9
 
< 0.1%
-0.03663458176 9
 
< 0.1%
0.6851537704 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-41.48482251 1
< 0.1%
-34.53499972 1
< 0.1%
-27.59636662 1
< 0.1%
-23.6325024 1
< 0.1%
-23.24971822 1
< 0.1%
-23.02234811 1
< 0.1%
-22.85505093 1
< 0.1%
-22.74636999 1
< 0.1%
-22.60571052 1
< 0.1%
-22.58854677 1
< 0.1%
ValueCountFrequency (%)
20.00720837 1
< 0.1%
19.58777262 1
< 0.1%
19.16832739 1
< 0.1%
18.32940553 1
< 0.1%
17.90357438 1
< 0.1%
17.57371241 1
< 0.1%
17.05256631 1
< 0.1%
16.63310306 1
< 0.1%
16.21362675 1
< 0.1%
15.37463003 1
< 0.1%

V9
Real number (ℝ)

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.34864806
Minimum-7.1750966
Maximum10.392889
Zeros0
Zeros (%)0.0%
Negative9383
Negative (%)42.2%
Memory size347.8 KiB
2023-12-20T17:45:38.104386image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-7.1750966
5-th percentile-1.5571549
Q1-0.45929144
median0.2333616
Q31.102013
95-th percentile2.4996298
Maximum10.392889
Range17.567985
Interquartile range (IQR)1.5613044

Descriptive statistics

Standard deviation1.2547216
Coefficient of variation (CV)3.59882
Kurtosis1.9983952
Mean0.34864806
Median Absolute Deviation (MAD)0.77065664
Skewness0.46111979
Sum7759.8598
Variance1.5743263
MonotonicityNot monotonic
2023-12-20T17:45:38.375762image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.6977195955 26
 
0.1%
2.95498237 18
 
0.1%
1.160758531 18
 
0.1%
1.07822938 15
 
0.1%
0.1703618522 14
 
0.1%
0.9205892694 13
 
0.1%
0.9194114079 10
 
< 0.1%
1.159580669 9
 
< 0.1%
-0.1313158562 9
 
< 0.1%
-0.2866140686 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-7.175096615 1
< 0.1%
-6.380124898 1
< 0.1%
-6.356833491 1
< 0.1%
-6.333685156 1
< 0.1%
-6.329800846 1
< 0.1%
-6.310658433 1
< 0.1%
-6.287735948 1
< 0.1%
-6.272790468 1
< 0.1%
-5.902828122 1
< 0.1%
-5.711247971 1
< 0.1%
ValueCountFrequency (%)
10.39288882 1
< 0.1%
10.37065798 1
< 0.1%
10.3484067 1
< 0.1%
7.496576798 1
< 0.1%
7.011563059 1
< 0.1%
6.956876771 1
< 0.1%
6.819787138 1
< 0.1%
6.756717365 1
< 0.1%
6.474148401 1
< 0.1%
6.453747928 1
< 0.1%

V10
Real number (ℝ)

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.11861974
Minimum-14.166795
Maximum12.259949
Zeros0
Zeros (%)0.0%
Negative13473
Negative (%)60.5%
Memory size347.8 KiB
2023-12-20T17:45:38.657374image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-14.166795
5-th percentile-1.4790348
Q1-0.59485351
median-0.16988794
Q30.32862355
95-th percentile1.3981899
Maximum12.259949
Range26.426744
Interquartile range (IQR)0.92347706

Descriptive statistics

Standard deviation1.1518551
Coefficient of variation (CV)-9.7104839
Kurtosis29.234561
Mean-0.11861974
Median Absolute Deviation (MAD)0.45880691
Skewness-0.37365396
Sum-2640.1196
Variance1.3267701
MonotonicityNot monotonic
2023-12-20T17:45:38.949394image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-1.090180906 26
 
0.1%
-1.398573914 18
 
0.1%
-0.5182587848 18
 
0.1%
0.4107441876 15
 
0.1%
-0.04457458938 14
 
0.1%
-0.3808835352 13
 
0.1%
-0.3855411746 10
 
< 0.1%
-0.5229164241 9
 
< 0.1%
0.1185417896 9
 
< 0.1%
-0.5359027355 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-14.16679466 1
< 0.1%
-13.34827765 1
< 0.1%
-13.26165171 1
< 0.1%
-13.19341507 1
< 0.1%
-13.17519808 1
< 0.1%
-13.13669837 1
< 0.1%
-13.08889092 1
< 0.1%
-13.0027093 1
< 0.1%
-12.93892931 1
< 0.1%
-12.84093382 1
< 0.1%
ValueCountFrequency (%)
12.25994935 1
< 0.1%
12.17440008 1
< 0.1%
12.08882619 1
< 0.1%
11.90686815 1
< 0.1%
11.70835808 1
< 0.1%
10.90821692 1
< 0.1%
10.01378396 1
< 0.1%
9.934390288 1
< 0.1%
9.767747997 1
< 0.1%
9.759894195 1
< 0.1%

V11
Real number (ℝ)

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.51806704
Minimum-2.9811212
Maximum12.018913
Zeros0
Zeros (%)0.0%
Negative7908
Negative (%)35.5%
Memory size347.8 KiB
2023-12-20T17:45:39.204994image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-2.9811212
5-th percentile-1.2330523
Q1-0.30990926
median0.4956822
Q31.2859925
95-th percentile2.3380507
Maximum12.018913
Range15.000034
Interquartile range (IQR)1.5959018

Descriptive statistics

Standard deviation1.1592002
Coefficient of variation (CV)2.2375487
Kurtosis5.8729443
Mean0.51806704
Median Absolute Deviation (MAD)0.79889891
Skewness0.90216957
Sum11530.618
Variance1.3437452
MonotonicityNot monotonic
2023-12-20T17:45:39.460437image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.1110879642 26
 
0.1%
0.7562874684 18
 
0.1%
1.606341951 18
 
0.1%
2.237912364 15
 
0.1%
-0.3567490185 14
 
0.1%
0.6677809452 13
 
0.1%
0.6679242167 10
 
< 0.1%
1.606485223 9
 
< 0.1%
1.555137531 9
 
< 0.1%
0.3328484176 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-2.981121154 1
< 0.1%
-2.837282271 1
< 0.1%
-2.829072428 1
< 0.1%
-2.777442467 1
< 0.1%
-2.767469965 1
< 0.1%
-2.66195357 1
< 0.1%
-2.661454177 1
< 0.1%
-2.638166473 1
< 0.1%
-2.634787651 1
< 0.1%
-2.621346092 1
< 0.1%
ValueCountFrequency (%)
12.01891318 1
< 0.1%
11.61972348 1
< 0.1%
11.27792073 1
< 0.1%
11.22847028 1
< 0.1%
11.1524906 1
< 0.1%
11.02705909 1
< 0.1%
10.44684681 1
< 0.1%
10.27776886 1
< 0.1%
10.18758732 1
< 0.1%
10.06378975 1
< 0.1%

V12
Real number (ℝ)

HIGH CORRELATION 

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.68810065
Minimum-17.769143
Maximum4.8464524
Zeros0
Zeros (%)0.0%
Negative13330
Negative (%)59.9%
Memory size347.8 KiB
2023-12-20T17:45:39.742386image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-17.769143
5-th percentile-3.0135647
Q1-1.8317823
median-0.30521621
Q30.39040726
95-th percentile1.1382474
Maximum4.8464524
Range22.615596
Interquartile range (IQR)2.2221896

Descriptive statistics

Standard deviation1.4830907
Coefficient of variation (CV)-2.1553398
Kurtosis12.551642
Mean-0.68810065
Median Absolute Deviation (MAD)0.95022938
Skewness-1.8374344
Sum-15315.056
Variance2.199558
MonotonicityNot monotonic
2023-12-20T17:45:40.011974image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.06265234746 26
 
0.1%
-1.875448319 18
 
0.1%
-2.525492525 18
 
0.1%
-2.310505578 15
 
0.1%
-0.07345951735 14
 
0.1%
-2.023532466 13
 
0.1%
-2.023120579 10
 
< 0.1%
-2.525080637 9
 
< 0.1%
0.7808200265 9
 
< 0.1%
-0.2683187385 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-17.76914346 1
< 0.1%
-17.63160631 1
< 0.1%
-17.13130095 1
< 0.1%
-16.72833933 1
< 0.1%
-16.55819714 1
< 0.1%
-16.38805417 1
< 0.1%
-15.47905248 1
< 0.1%
-15.14498822 1
< 0.1%
-15.11788939 1
< 0.1%
-15.09416315 1
< 0.1%
ValueCountFrequency (%)
4.846452409 1
< 0.1%
4.133542077 1
< 0.1%
3.774837253 1
< 0.1%
3.682375602 1
< 0.1%
3.606760812 1
< 0.1%
3.509174232 1
< 0.1%
3.408259384 1
< 0.1%
3.338871422 1
< 0.1%
3.161524271 1
< 0.1%
3.148246198 1
< 0.1%

V13
Real number (ℝ)

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.39230132
Minimum-3.5887606
Maximum4.4654132
Zeros0
Zeros (%)0.0%
Negative8693
Negative (%)39.1%
Memory size347.8 KiB
2023-12-20T17:45:40.273307image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-3.5887606
5-th percentile-1.5044529
Q1-0.42212332
median0.31718105
Q31.2245593
95-th percentile2.4561232
Maximum4.4654132
Range8.0541738
Interquartile range (IQR)1.6466827

Descriptive statistics

Standard deviation1.1836161
Coefficient of variation (CV)3.0171097
Kurtosis-0.36193761
Mean0.39230132
Median Absolute Deviation (MAD)0.81329757
Skewness0.10533584
Sum8731.4504
Variance1.4009471
MonotonicityNot monotonic
2023-12-20T17:45:40.546165image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.2384570315 26
 
0.1%
1.673656086 18
 
0.1%
0.1660467739 18
 
0.1%
0.7711515061 15
 
0.1%
-0.5177596942 14
 
0.1%
2.151357569 13
 
0.1%
2.153140435 10
 
< 0.1%
0.1678296401 9
 
< 0.1%
-0.4525654559 9
 
< 0.1%
-0.1276141958 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-3.588760618 1
< 0.1%
-3.389510119 1
< 0.1%
-3.315213425 1
< 0.1%
-3.252466277 1
< 0.1%
-3.235991519 1
< 0.1%
-3.213497069 1
< 0.1%
-3.211636443 1
< 0.1%
-3.161177033 1
< 0.1%
-3.151381763 1
< 0.1%
-3.10312258 1
< 0.1%
ValueCountFrequency (%)
4.465413177 1
< 0.1%
3.904562358 1
< 0.1%
3.754715169 1
< 0.1%
3.708994098 1
< 0.1%
3.699423964 1
< 0.1%
3.685569729 1
< 0.1%
3.68245814 1
< 0.1%
3.641478168 1
< 0.1%
3.610837404 1
< 0.1%
3.574965221 1
< 0.1%

V14
Real number (ℝ)

HIGH CORRELATION 

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.34321237
Minimum-19.214325
Maximum7.4395655
Zeros0
Zeros (%)0.0%
Negative7742
Negative (%)34.8%
Memory size347.8 KiB
2023-12-20T17:45:40.812619image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-19.214325
5-th percentile-1.1518585
Q1-0.20048682
median0.29397206
Q31.111408
95-th percentile1.8905851
Maximum7.4395655
Range26.653891
Interquartile range (IQR)1.3118948

Descriptive statistics

Standard deviation1.2196264
Coefficient of variation (CV)3.5535619
Kurtosis36.314899
Mean0.34321237
Median Absolute Deviation (MAD)0.61130292
Skewness-3.4399683
Sum7638.8777
Variance1.4874885
MonotonicityNot monotonic
2023-12-20T17:45:41.110427image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.2157381385 26
 
0.1%
1.405684451 18
 
0.1%
2.428011871 18
 
0.1%
1.647487648 15
 
0.1%
0.4069689344 14
 
0.1%
1.919033358 13
 
0.1%
1.921297318 10
 
< 0.1%
2.430275831 9
 
< 0.1%
0.5788359625 9
 
< 0.1%
-0.8682999609 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-19.21432549 1
< 0.1%
-18.82208674 1
< 0.1%
-18.04999769 1
< 0.1%
-17.72163835 1
< 0.1%
-17.47592128 1
< 0.1%
-17.23020216 1
< 0.1%
-14.66638897 1
< 0.1%
-14.49159835 1
< 0.1%
-14.24831583 1
< 0.1%
-14.00477618 1
< 0.1%
ValueCountFrequency (%)
7.439565532 1
< 0.1%
6.690751884 1
< 0.1%
6.634483211 1
< 0.1%
6.441021469 1
< 0.1%
5.840504717 1
< 0.1%
5.7487338 1
< 0.1%
5.69056194 1
< 0.1%
5.650251318 1
< 0.1%
5.590615972 1
< 0.1%
5.492685432 1
< 0.1%

V15
Real number (ℝ)

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.061970956
Minimum-4.1525318
Maximum3.6350415
Zeros0
Zeros (%)0.0%
Negative9337
Negative (%)42.0%
Memory size347.8 KiB
2023-12-20T17:45:41.379146image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-4.1525318
5-th percentile-1.7387263
Q1-0.49657575
median0.18820533
Q30.74337481
95-th percentile1.3998045
Maximum3.6350415
Range7.7875733
Interquartile range (IQR)1.2399506

Descriptive statistics

Standard deviation0.96033636
Coefficient of variation (CV)15.496555
Kurtosis0.4813154
Mean0.061970956
Median Absolute Deviation (MAD)0.60662078
Skewness-0.62565436
Sum1379.2876
Variance0.92224592
MonotonicityNot monotonic
2023-12-20T17:45:43.141351image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1.069355893 26
 
0.1%
0.7105328819 18
 
0.1%
1.169787788 18
 
0.1%
0.005918309288 15
 
0.1%
1.124146923 14
 
0.1%
-0.09870020159 13
 
0.1%
-0.09744220703 10
 
< 0.1%
1.171045783 9
 
< 0.1%
0.3885002494 9
 
< 0.1%
1.128538982 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-4.15253176 1
< 0.1%
-4.092344269 1
< 0.1%
-3.918266084 1
< 0.1%
-3.879892017 1
< 0.1%
-3.875765094 1
< 0.1%
-3.835366057 1
< 0.1%
-3.650146138 1
< 0.1%
-3.625771028 1
< 0.1%
-3.618059825 1
< 0.1%
-3.614591028 1
< 0.1%
ValueCountFrequency (%)
3.635041517 1
< 0.1%
3.256755925 1
< 0.1%
3.245355586 1
< 0.1%
3.154505864 1
< 0.1%
3.04043623 1
< 0.1%
3.023897659 1
< 0.1%
3.017788876 1
< 0.1%
2.927060213 1
< 0.1%
2.846548466 1
< 0.1%
2.842022601 1
< 0.1%

V16
Real number (ℝ)

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0055874214
Minimum-11.911483
Maximum6.0985295
Zeros0
Zeros (%)0.0%
Negative10345
Negative (%)46.5%
Memory size347.8 KiB
2023-12-20T17:45:43.428484image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-11.911483
5-th percentile-1.4146485
Q1-0.48158828
median0.072443288
Q30.56305277
95-th percentile1.3601513
Maximum6.0985295
Range18.010012
Interquartile range (IQR)1.0446411

Descriptive statistics

Standard deviation0.94286246
Coefficient of variation (CV)168.74733
Kurtosis18.196591
Mean0.0055874214
Median Absolute Deviation (MAD)0.52270217
Skewness-2.1125453
Sum124.35924
Variance0.88898962
MonotonicityNot monotonic
2023-12-20T17:45:43.700264image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.2552305247 26
 
0.1%
-0.1496408665 18
 
0.1%
-1.53234065 18
 
0.1%
1.168256269 15
 
0.1%
0.3424697541 14
 
0.1%
-0.2565887086 13
 
0.1%
-0.2552697632 10
 
< 0.1%
-1.531021705 9
 
< 0.1%
0.4709794397 9
 
< 0.1%
0.7865060537 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-11.91148302 1
< 0.1%
-10.68824179 1
< 0.1%
-10.32201668 1
< 0.1%
-10.26660918 1
< 0.1%
-10.22220317 1
< 0.1%
-10.12239192 1
< 0.1%
-10.11555995 1
< 0.1%
-10.09867066 1
< 0.1%
-10.05311224 1
< 0.1%
-10.03109666 1
< 0.1%
ValueCountFrequency (%)
6.098529451 1
< 0.1%
4.816252303 1
< 0.1%
4.664235675 1
< 0.1%
4.087801791 1
< 0.1%
3.930881236 1
< 0.1%
3.890837784 1
< 0.1%
3.666505629 1
< 0.1%
3.647779309 1
< 0.1%
3.545620091 1
< 0.1%
3.5268511 1
< 0.1%

V17
Real number (ℝ)

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.19293517
Minimum-18.388811
Maximum9.2535263
Zeros0
Zeros (%)0.0%
Negative9330
Negative (%)41.9%
Memory size347.8 KiB
2023-12-20T17:45:43.997863image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-18.388811
5-th percentile-0.89861869
Q1-0.30400611
median0.14265104
Q30.64197341
95-th percentile1.5527786
Maximum9.2535263
Range27.642337
Interquartile range (IQR)0.94597952

Descriptive statistics

Standard deviation1.1309261
Coefficient of variation (CV)5.86169
Kurtosis74.467838
Mean0.19293517
Median Absolute Deviation (MAD)0.46797443
Skewness-4.9243522
Sum4294.158
Variance1.278994
MonotonicityNot monotonic
2023-12-20T17:45:44.277476image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-1.072084985 26
 
0.1%
0.08123088306 18
 
0.1%
1.822234493 18
 
0.1%
-0.04472191861 15
 
0.1%
-0.3746564401 14
 
0.1%
0.392087355 13
 
0.1%
0.3923838259 10
 
< 0.1%
1.822530964 9
 
< 0.1%
-0.5621906614 9
 
< 0.1%
0.316435261 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-18.38881054 1
< 0.1%
-18.1030037 1
< 0.1%
-17.54203031 1
< 0.1%
-17.50661155 1
< 0.1%
-17.09844421 1
< 0.1%
-16.82534428 1
< 0.1%
-16.66817932 1
< 0.1%
-16.51114335 1
< 0.1%
-16.35409442 1
< 0.1%
-16.17879818 1
< 0.1%
ValueCountFrequency (%)
9.25352625 1
< 0.1%
9.207058535 1
< 0.1%
8.538195139 1
< 0.1%
7.893392532 1
< 0.1%
7.766636363 1
< 0.1%
7.733456284 1
< 0.1%
7.573522625 1
< 0.1%
7.297706446 1
< 0.1%
6.669376499 1
< 0.1%
6.627797769 1
< 0.1%

V18
Real number (ℝ)

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.077254662
Minimum-8.061208
Maximum4.2956482
Zeros0
Zeros (%)0.0%
Negative11794
Negative (%)53.0%
Memory size347.8 KiB
2023-12-20T17:45:44.669908image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-8.061208
5-th percentile-1.4967085
Q1-0.54839099
median-0.052147196
Q30.42546601
95-th percentile1.2808297
Maximum4.2956482
Range12.356856
Interquartile range (IQR)0.973857

Descriptive statistics

Standard deviation0.86047591
Coefficient of variation (CV)-11.138175
Kurtosis3.6171259
Mean-0.077254662
Median Absolute Deviation (MAD)0.48756815
Skewness-0.56071268
Sum-1719.457
Variance0.74041879
MonotonicityNot monotonic
2023-12-20T17:45:45.134148image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.4851104315 26
 
0.1%
0.8935765687 18
 
0.1%
-1.963373148 18
 
0.1%
0.8383888864 15
 
0.1%
-0.4389924324 14
 
0.1%
-0.1384420515 13
 
0.1%
-0.1363931788 10
 
< 0.1%
-1.961324276 9
 
< 0.1%
-0.03260695324 9
 
< 0.1%
0.587856253 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-8.06120799 1
< 0.1%
-6.898840133 1
< 0.1%
-6.837834539 1
< 0.1%
-6.792637787 1
< 0.1%
-5.494927642 1
< 0.1%
-5.366659956 1
< 0.1%
-5.322008981 1
< 0.1%
-5.247301106 1
< 0.1%
-5.133153767 1
< 0.1%
-5.131548628 1
< 0.1%
ValueCountFrequency (%)
4.295648234 1
< 0.1%
4.199591107 1
< 0.1%
4.115559919 1
< 0.1%
4.093439956 1
< 0.1%
4.071328562 1
< 0.1%
4.054462468 1
< 0.1%
3.832711791 1
< 0.1%
3.012463106 1
< 0.1%
2.971749364 1
< 0.1%
2.842073922 1
< 0.1%

V19
Real number (ℝ)

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.039086131
Minimum-4.9327331
Maximum4.5553594
Zeros0
Zeros (%)0.0%
Negative11628
Negative (%)52.2%
Memory size347.8 KiB
2023-12-20T17:45:45.502569image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-4.9327331
5-th percentile-1.383253
Q1-0.52503898
median-0.037655564
Q30.46627391
95-th percentile1.2680635
Maximum4.5553594
Range9.4880924
Interquartile range (IQR)0.99131289

Descriptive statistics

Standard deviation0.81505028
Coefficient of variation (CV)-20.852672
Kurtosis1.0274652
Mean-0.039086131
Median Absolute Deviation (MAD)0.49689552
Skewness-0.14960447
Sum-869.94001
Variance0.66430696
MonotonicityNot monotonic
2023-12-20T17:45:45.945214image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.2713148852 26
 
0.1%
0.7209114171 18
 
0.1%
-2.149184768 18
 
0.1%
-1.76632442 15
 
0.1%
-0.116090785 14
 
0.1%
-0.4859831063 13
 
0.1%
-0.4891770087 10
 
< 0.1%
-2.15237867 9
 
< 0.1%
0.09565500982 9
 
< 0.1%
0.04935008318 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-4.932733055 1
< 0.1%
-4.676092279 1
< 0.1%
-4.575940864 1
< 0.1%
-4.384828428 1
< 0.1%
-4.192615642 1
< 0.1%
-4.021062314 1
< 0.1%
-3.817501674 1
< 0.1%
-3.816426269 1
< 0.1%
-3.799214953 1
< 0.1%
-3.718810312 1
< 0.1%
ValueCountFrequency (%)
4.555359379 1
< 0.1%
3.365631544 1
< 0.1%
3.324585916 1
< 0.1%
3.303446785 1
< 0.1%
3.175764679 1
< 0.1%
3.153399677 1
< 0.1%
3.137259298 1
< 0.1%
3.126929352 1
< 0.1%
3.101246584 1
< 0.1%
3.097748598 1
< 0.1%

V20
Real number (ℝ)

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.04317117
Minimum-13.694584
Maximum15.815051
Zeros0
Zeros (%)0.0%
Negative11920
Negative (%)53.6%
Memory size347.8 KiB
2023-12-20T17:45:46.365999image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-13.694584
5-th percentile-0.46822809
Q1-0.15750261
median-0.021709903
Q30.16263029
95-th percentile0.82797985
Maximum15.815051
Range29.509635
Interquartile range (IQR)0.3201329

Descriptive statistics

Standard deviation0.64451229
Coefficient of variation (CV)14.929229
Kurtosis85.707244
Mean0.04317117
Median Absolute Deviation (MAD)0.15575515
Skewness0.76686832
Sum960.86074
Variance0.41539609
MonotonicityNot monotonic
2023-12-20T17:45:46.702637image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.1560890111 26
 
0.1%
-0.01541492637 18
 
0.1%
-0.2524967714 18
 
0.1%
-0.2404692901 15
 
0.1%
-0.1320797243 14
 
0.1%
0.01366173801 13
 
0.1%
0.03402634074 10
 
< 0.1%
-0.2321321687 9
 
< 0.1%
-0.1156977262 9
 
< 0.1%
0.04521744119 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-13.69458409 1
< 0.1%
-13.27603434 1
< 0.1%
-12.83404164 1
< 0.1%
-11.74868903 1
< 0.1%
-10.63702762 1
< 0.1%
-8.13340106 1
< 0.1%
-7.892624402 1
< 0.1%
-7.821768031 1
< 0.1%
-7.157626568 1
< 0.1%
-6.960017553 1
< 0.1%
ValueCountFrequency (%)
15.81505134 1
< 0.1%
11.96356023 1
< 0.1%
10.15061093 1
< 0.1%
8.559745828 1
< 0.1%
7.922140914 1
< 0.1%
7.857714702 1
< 0.1%
7.747443757 1
< 0.1%
7.744222435 1
< 0.1%
7.576537418 1
< 0.1%
7.533166478 1
< 0.1%

V21
Real number (ℝ)

HIGH CORRELATION 

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.036148392
Minimum-20.262054
Maximum22.599543
Zeros0
Zeros (%)0.0%
Negative14329
Negative (%)64.4%
Memory size347.8 KiB
2023-12-20T17:45:47.161952image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-20.262054
5-th percentile-0.50459872
Q1-0.24598679
median-0.091289521
Q30.083147725
95-th percentile0.48712703
Maximum22.599543
Range42.861598
Interquartile range (IQR)0.32913451

Descriptive statistics

Standard deviation0.75810679
Coefficient of variation (CV)-20.972075
Kurtosis252.24863
Mean-0.036148392
Median Absolute Deviation (MAD)0.16299425
Skewness7.7104177
Sum-804.55476
Variance0.5747259
MonotonicityNot monotonic
2023-12-20T17:45:47.457977image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.007342802666 26
 
0.1%
-0.2081362659 18
 
0.1%
0.03151077795 18
 
0.1%
0.167722 15
 
0.1%
-0.262580846 14
 
0.1%
-0.08858252271 13
 
0.1%
-0.0825232143 10
 
< 0.1%
0.03757008636 9
 
< 0.1%
-0.1953990789 9
 
< 0.1%
-0.1918199828 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-20.26205434 1
< 0.1%
-14.0451851 1
< 0.1%
-11.46843491 1
< 0.1%
-11.32284203 1
< 0.1%
-11.27389007 1
< 0.1%
-11.23526649 1
< 0.1%
-11.09256462 1
< 0.1%
-8.638055372 1
< 0.1%
-7.937782617 1
< 0.1%
-6.301239164 1
< 0.1%
ValueCountFrequency (%)
22.59954336 1
< 0.1%
22.58898947 1
< 0.1%
22.58067527 1
< 0.1%
22.57971423 1
< 0.1%
16.28366237 1
< 0.1%
16.01318537 1
< 0.1%
15.63145341 1
< 0.1%
12.1948493 1
< 0.1%
11.39000948 1
< 0.1%
11.2107477 1
< 0.1%

V22
Real number (ℝ)

HIGH CORRELATION 

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.12280205
Minimum-8.5558079
Maximum5.8057951
Zeros0
Zeros (%)0.0%
Negative12592
Negative (%)56.6%
Memory size347.8 KiB
2023-12-20T17:45:47.806055image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-8.5558079
5-th percentile-1.0791295
Q1-0.5448054
median-0.095218564
Q30.28553651
95-th percentile0.85156564
Maximum5.8057951
Range14.361603
Interquartile range (IQR)0.83034191

Descriptive statistics

Standard deviation0.63607439
Coefficient of variation (CV)-5.1796724
Kurtosis7.8682871
Mean-0.12280205
Median Absolute Deviation (MAD)0.41558185
Skewness-0.6914229
Sum-2733.2052
Variance0.40459063
MonotonicityNot monotonic
2023-12-20T17:45:48.086244image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.2508856951 26
 
0.1%
-0.2725523222 18
 
0.1%
0.2787432829 18
 
0.1%
0.665252616 15
 
0.1%
-0.8162637632 14
 
0.1%
-0.1263433834 13
 
0.1%
-0.131621264 10
 
< 0.1%
0.2734654022 9
 
< 0.1%
-0.6512188491 9
 
< 0.1%
-0.6501177955 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-8.55580793 1
< 0.1%
-8.527144872 1
< 0.1%
-8.483441127 1
< 0.1%
-8.454599243 1
< 0.1%
-6.49761626 1
< 0.1%
-5.707800997 1
< 0.1%
-4.933840726 1
< 0.1%
-4.266839413 1
< 0.1%
-4.182957364 1
< 0.1%
-4.12041005 1
< 0.1%
ValueCountFrequency (%)
5.805795145 1
< 0.1%
4.393845658 1
< 0.1%
4.327552086 1
< 0.1%
3.880680373 1
< 0.1%
3.668979015 1
< 0.1%
3.661956889 1
< 0.1%
3.312970537 1
< 0.1%
3.207082172 1
< 0.1%
2.815903246 1
< 0.1%
2.466050042 1
< 0.1%

V23
Real number (ℝ)

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.043158375
Minimum-26.751119
Maximum13.876221
Zeros0
Zeros (%)0.0%
Negative13645
Negative (%)61.3%
Memory size347.8 KiB
2023-12-20T17:45:48.374283image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-26.751119
5-th percentile-0.43100268
Q1-0.17725447
median-0.050541228
Q30.075111651
95-th percentile0.39053892
Maximum13.876221
Range40.62734
Interquartile range (IQR)0.25236612

Descriptive statistics

Standard deviation0.55210277
Coefficient of variation (CV)-12.792483
Kurtosis476.24932
Mean-0.043158375
Median Absolute Deviation (MAD)0.12618172
Skewness-10.240438
Sum-960.57595
Variance0.30481747
MonotonicityNot monotonic
2023-12-20T17:45:48.645298image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.3315996894 26
 
0.1%
-0.07078518358 18
 
0.1%
-0.02733678719 18
 
0.1%
0.03422690551 15
 
0.1%
0.140304302 14
 
0.1%
-0.2179992472 13
 
0.1%
-0.2268132422 10
 
< 0.1%
-0.0361507822 9
 
< 0.1%
0.1507345308 9
 
< 0.1%
-0.1140694638 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-26.75111866 1
< 0.1%
-19.25432762 1
< 0.1%
-16.85961939 1
< 0.1%
-15.14434034 1
< 0.1%
-13.36182731 1
< 0.1%
-13.1625455 1
< 0.1%
-11.66999352 1
< 0.1%
-11.17117624 1
< 0.1%
-9.575212116 1
< 0.1%
-8.765652098 1
< 0.1%
ValueCountFrequency (%)
13.87622086 1
< 0.1%
10.47576998 1
< 0.1%
8.09713902 1
< 0.1%
7.966899283 1
< 0.1%
7.654002287 1
< 0.1%
6.83358551 1
< 0.1%
6.681143526 1
< 0.1%
5.852758254 1
< 0.1%
5.719454825 1
< 0.1%
5.005585104 1
< 0.1%

V24
Real number (ℝ)

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0099423944
Minimum-2.8366269
Maximum4.0144444
Zeros0
Zeros (%)0.0%
Negative9383
Negative (%)42.2%
Memory size347.8 KiB
2023-12-20T17:45:48.931702image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-2.8366269
5-th percentile-1.137708
Q1-0.3269293
median0.062293369
Q30.3999346
95-th percentile0.94988376
Maximum4.0144444
Range6.8510713
Interquartile range (IQR)0.7268639

Descriptive statistics

Standard deviation0.5958812
Coefficient of variation (CV)59.93337
Kurtosis0.83579273
Mean0.0099423944
Median Absolute Deviation (MAD)0.35587882
Skewness-0.59252729
Sum221.28787
Variance0.3550744
MonotonicityNot monotonic
2023-12-20T17:45:49.218391image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1.00995228 26
 
0.1%
0.9576658003 18
 
0.1%
-0.7088033426 18
 
0.1%
0.149376674 15
 
0.1%
0.3578272493 14
 
0.1%
0.3581221092 13
 
0.1%
0.358635234 10
 
< 0.1%
-0.7082902178 9
 
< 0.1%
0.512968488 9
 
< 0.1%
0.9159355995 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-2.836626919 1
< 0.1%
-2.728650099 1
< 0.1%
-2.51237651 1
< 0.1%
-2.49354476 1
< 0.1%
-2.468338915 1
< 0.1%
-2.385393427 1
< 0.1%
-2.358518987 1
< 0.1%
-2.348249955 1
< 0.1%
-2.296996762 1
< 0.1%
-2.270558746 1
< 0.1%
ValueCountFrequency (%)
4.014444385 1
< 0.1%
3.99064595 1
< 0.1%
3.695502946 1
< 0.1%
3.658745893 1
< 0.1%
3.643446677 1
< 0.1%
3.546030954 1
< 0.1%
3.200201195 1
< 0.1%
2.192625557 1
< 0.1%
1.924972926 1
< 0.1%
1.620461681 1
< 0.1%

V25
Real number (ℝ)

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.13106136
Minimum-7.4957411
Maximum5.5250927
Zeros0
Zeros (%)0.0%
Negative7717
Negative (%)34.7%
Memory size347.8 KiB
2023-12-20T17:45:49.491611image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-7.4957411
5-th percentile-0.59752368
Q1-0.13170774
median0.16921697
Q30.41423899
95-th percentile0.75588704
Maximum5.5250927
Range13.020834
Interquartile range (IQR)0.54594673

Descriptive statistics

Standard deviation0.43632218
Coefficient of variation (CV)3.3291443
Kurtosis7.4648558
Mean0.13106136
Median Absolute Deviation (MAD)0.27014228
Skewness-0.71128072
Sum2917.0327
Variance0.19037704
MonotonicityNot monotonic
2023-12-20T17:45:49.774413image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.2337301799 26
 
0.1%
0.6364714744 18
 
0.1%
0.3930317048 18
 
0.1%
0.06145175576 15
 
0.1%
0.1864229457 14
 
0.1%
0.8146255164 13
 
0.1%
0.8109537617 10
 
< 0.1%
0.38935995 9
 
< 0.1%
0.135489969 9
 
< 0.1%
0.7300730401 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-7.495741104 1
< 0.1%
-4.781605522 1
< 0.1%
-3.083184281 1
< 0.1%
-2.640366088 1
< 0.1%
-2.577362588 1
< 0.1%
-2.483068889 1
< 0.1%
-2.429727003 1
< 0.1%
-2.322905876 1
< 0.1%
-2.259665506 1
< 0.1%
-2.224852954 1
< 0.1%
ValueCountFrequency (%)
5.525092704 1
< 0.1%
2.4197915 1
< 0.1%
2.378821683 1
< 0.1%
2.208209178 1
< 0.1%
2.156041858 1
< 0.1%
2.103868072 1
< 0.1%
2.024388039 1
< 0.1%
1.999499113 1
< 0.1%
1.9725154 1
< 0.1%
1.964597849 1
< 0.1%

V26
Real number (ℝ)

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.023503217
Minimum-1.3039601
Maximum3.5173456
Zeros0
Zeros (%)0.0%
Negative12006
Negative (%)53.9%
Memory size347.8 KiB
2023-12-20T17:45:50.042428image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-1.3039601
5-th percentile-0.70694703
Q1-0.33363374
median-0.054656793
Q30.30381969
95-th percentile1.032004
Maximum3.5173456
Range4.8213057
Interquartile range (IQR)0.63745343

Descriptive statistics

Standard deviation0.51105543
Coefficient of variation (CV)21.744063
Kurtosis0.21092428
Mean0.023503217
Median Absolute Deviation (MAD)0.29936844
Skewness0.66267616
Sum523.1111
Variance0.26117765
MonotonicityNot monotonic
2023-12-20T17:45:50.324839image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.8244705574 26
 
0.1%
-0.7110788271 18
 
0.1%
-0.2315446526 18
 
0.1%
0.07372517454 15
 
0.1%
0.09654447079 14
 
0.1%
-0.3458153 13
 
0.1%
-0.3468818229 10
 
< 0.1%
-0.2326111755 9
 
< 0.1%
0.06587070707 9
 
< 0.1%
0.3838794176 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-1.303960093 1
< 0.1%
-1.272507161 1
< 0.1%
-1.251893612 1
< 0.1%
-1.243924154 1
< 0.1%
-1.243811289 1
< 0.1%
-1.237598191 1
< 0.1%
-1.233809429 1
< 0.1%
-1.22214642 1
< 0.1%
-1.203624683 1
< 0.1%
-1.168869913 1
< 0.1%
ValueCountFrequency (%)
3.517345612 1
< 0.1%
3.463245654 1
< 0.1%
3.087444274 1
< 0.1%
3.080587917 1
< 0.1%
3.065575697 1
< 0.1%
3.040808202 1
< 0.1%
2.964299508 1
< 0.1%
2.83383666 1
< 0.1%
2.687636041 1
< 0.1%
2.617443044 1
< 0.1%

V27
Real number (ℝ)

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.014146049
Minimum-8.5676377
Maximum11.13574
Zeros0
Zeros (%)0.0%
Negative10472
Negative (%)47.1%
Memory size347.8 KiB
2023-12-20T17:45:50.600260image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-8.5676377
5-th percentile-0.36805698
Q1-0.063182377
median0.0081709095
Q30.090532988
95-th percentile0.38745088
Maximum11.13574
Range19.703378
Interquartile range (IQR)0.15371536

Descriptive statistics

Standard deviation0.38782558
Coefficient of variation (CV)27.415824
Kurtosis127.13386
Mean0.014146049
Median Absolute Deviation (MAD)0.076018696
Skewness-1.8338269
Sum314.8486
Variance0.15040868
MonotonicityNot monotonic
2023-12-20T17:45:50.865525image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.2413052126 26
 
0.1%
0.06801812096 18
 
0.1%
0.01163299465 18
 
0.1%
0.02462278126 15
 
0.1%
-0.03586631529 14
 
0.1%
-0.04811112772 13
 
0.1%
-0.05000059722 10
 
< 0.1%
0.009743525144 9
 
< 0.1%
-0.03820618291 9
 
< 0.1%
-0.03190230409 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-8.567637738 1
< 0.1%
-8.260908861 1
< 0.1%
-7.976099818 1
< 0.1%
-7.057086943 1
< 0.1%
-6.917229783 1
< 0.1%
-6.695013096 1
< 0.1%
-6.573217632 1
< 0.1%
-6.250280131 1
< 0.1%
-6.126485507 1
< 0.1%
-6.04069343 1
< 0.1%
ValueCountFrequency (%)
11.13573984 1
< 0.1%
8.254375597 1
< 0.1%
6.211229837 1
< 0.1%
6.144005748 1
< 0.1%
5.417346527 1
< 0.1%
5.052704632 1
< 0.1%
4.985139656 1
< 0.1%
3.852045639 1
< 0.1%
3.413508526 1
< 0.1%
3.35882175 1
< 0.1%

V28
Real number (ℝ)

Distinct21853
Distinct (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0059026858
Minimum-9.6179155
Maximum4.8607691
Zeros0
Zeros (%)0.0%
Negative6654
Negative (%)29.9%
Memory size347.8 KiB
2023-12-20T17:45:51.164464image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-9.6179155
5-th percentile-0.31977351
Q1-0.0079457877
median0.020547948
Q30.077020827
95-th percentile0.22528692
Maximum4.8607691
Range14.478685
Interquartile range (IQR)0.084966615

Descriptive statistics

Standard deviation0.26789683
Coefficient of variation (CV)45.385581
Kurtosis198.04597
Mean0.0059026858
Median Absolute Deviation (MAD)0.038806982
Skewness-4.4517028
Sum131.37608
Variance0.07176871
MonotonicityNot monotonic
2023-12-20T17:45:51.449669image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.02035863786 26
 
0.1%
0.02417281086 18
 
0.1%
0.005579101072 18
 
0.1%
0.0233645967 15
 
0.1%
0.01849457297 14
 
0.1%
0.02095632708 13
 
0.1%
0.02269750444 10
 
< 0.1%
0.00732027843 9
 
< 0.1%
0.01077411247 9
 
< 0.1%
0.0298493414 7
 
< 0.1%
Other values (21843) 22118
99.4%
ValueCountFrequency (%)
-9.617915452 1
< 0.1%
-8.091374522 1
< 0.1%
-6.129244552 1
< 0.1%
-5.839729492 1
< 0.1%
-5.659713517 1
< 0.1%
-4.455920959 1
< 0.1%
-3.575312416 1
< 0.1%
-3.50925022 1
< 0.1%
-3.396821543 1
< 0.1%
-3.201920096 1
< 0.1%
ValueCountFrequency (%)
4.860769069 1
< 0.1%
4.783772198 1
< 0.1%
4.712560306 1
< 0.1%
4.556696798 1
< 0.1%
4.33584335 1
< 0.1%
4.157933573 1
< 0.1%
4.07679459 1
< 0.1%
3.955013675 1
< 0.1%
3.89532087 1
< 0.1%
3.854890768 1
< 0.1%

Amount
Real number (ℝ)

Distinct7101
Distinct (%)31.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean79.654264
Minimum0
Maximum7879.42
Zeros201
Zeros (%)0.9%
Negative0
Negative (%)0.0%
Memory size347.8 KiB
2023-12-20T17:45:51.722244image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0.92
Q16.51
median20
Q371.22
95-th percentile318.52
Maximum7879.42
Range7879.42
Interquartile range (IQR)64.71

Descriptive statistics

Standard deviation225.43919
Coefficient of variation (CV)2.8302213
Kurtosis280.3908
Mean79.654264
Median Absolute Deviation (MAD)18.21
Skewness12.568328
Sum1772864.9
Variance50822.83
MonotonicityNot monotonic
2023-12-20T17:45:51.997284image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 928
 
4.2%
11.85 443
 
2.0%
0.89 347
 
1.6%
1.98 342
 
1.5%
9.99 320
 
1.4%
5 267
 
1.2%
15.95 261
 
1.2%
89.99 256
 
1.2%
15 256
 
1.2%
10 248
 
1.1%
Other values (7091) 18589
83.5%
ValueCountFrequency (%)
0 201
0.9%
0.01 122
0.5%
0.02 10
 
< 0.1%
0.04 2
 
< 0.1%
0.05 4
 
< 0.1%
0.07 3
 
< 0.1%
0.09 1
 
< 0.1%
0.1 1
 
< 0.1%
0.11 1
 
< 0.1%
0.12 2
 
< 0.1%
ValueCountFrequency (%)
7879.42 1
< 0.1%
7712.43 1
< 0.1%
7429.15 1
< 0.1%
6130.21 1
< 0.1%
5239.5 1
< 0.1%
4907.01 1
< 0.1%
4313.82 1
< 0.1%
4103.75 1
< 0.1%
4002.88 1
< 0.1%
4000 1
< 0.1%

Class
Categorical

IMBALANCE 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size347.8 KiB
0.0
22187 
1.0
 
70

Length

Max length3
Median length3
Mean length3
Min length3

Characters and Unicode

Total characters66771
Distinct characters3
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.0
2nd row0.0
3rd row0.0
4th row0.0
5th row0.0

Common Values

ValueCountFrequency (%)
0.0 22187
99.7%
1.0 70
 
0.3%

Length

2023-12-20T17:45:52.248069image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-20T17:45:52.487152image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
ValueCountFrequency (%)
0.0 22187
99.7%
1.0 70
 
0.3%

Most occurring characters

ValueCountFrequency (%)
0 44444
66.6%
. 22257
33.3%
1 70
 
0.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 44514
66.7%
Other Punctuation 22257
33.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 44444
99.8%
1 70
 
0.2%
Other Punctuation
ValueCountFrequency (%)
. 22257
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 66771
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 44444
66.6%
. 22257
33.3%
1 70
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 66771
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 44444
66.6%
. 22257
33.3%
1 70
 
0.1%

Interactions

2023-12-20T17:45:23.101882image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:41:35.703032image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:41:43.773400image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:41:51.877965image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:41:59.018163image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:42:07.106681image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:42:14.507926image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:42:22.620722image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:42:29.231519image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:42:37.523087image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:42:44.699316image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:42:52.701366image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:43:01.099653image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:43:08.169922image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:43:17.788782image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:43:24.940325image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:43:33.397258image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:43:41.256864image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:43:48.593554image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:43:56.442328image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:44:04.288965image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:44:12.057483image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:44:19.092768image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:44:27.125467image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:44:34.990674image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:44:43.973092image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:44:53.074702image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:45:00.091948image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:45:07.828549image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:45:14.952590image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:45:23.358793image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:41:36.028529image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:41:44.464109image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:41:52.165823image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:41:59.255716image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:42:07.351494image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:42:14.744823image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:42:22.852185image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:42:29.464563image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:42:37.753341image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:42:45.065342image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:42:52.941956image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:43:01.422500image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:43:08.410975image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:43:18.159347image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:43:25.176871image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:43:33.634048image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:43:41.594303image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:43:48.829124image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:43:56.668847image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:44:04.526077image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:44:12.293634image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:44:19.330672image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:44:27.377199image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:44:35.416229image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:44:44.220659image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:44:53.357689image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:45:00.344371image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:45:08.062401image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:45:15.197396image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:45:23.600494image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:41:36.373682image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:41:44.682156image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:41:52.493942image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:41:59.479898image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:42:07.574272image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:42:14.974417image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:42:23.079253image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:42:29.688507image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:42:37.990165image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:42:45.381746image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:42:53.167302image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:43:01.659245image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:43:08.631264image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:43:18.394554image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:43:25.432000image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:43:33.865091image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:43:41.901349image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:43:49.044585image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:43:56.893413image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:44:04.747350image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:44:12.516226image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:44:19.547148image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:44:27.612236image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:44:35.798392image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:44:44.457011image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:44:53.577138image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:45:00.567529image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:45:08.291133image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:45:15.430012image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:45:23.826074image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:41:36.703521image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:41:44.887831image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:41:52.762913image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:41:59.706789image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:42:07.782663image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:42:15.188910image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:42:23.283016image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:42:29.932255image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:42:38.212093image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
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2023-12-20T17:45:14.694950image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-20T17:45:22.844887image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Correlations

2023-12-20T17:45:52.711951image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
AmountClassTimeV1V10V11V12V13V14V15V16V17V18V19V2V20V21V22V23V24V25V26V27V28V3V4V5V6V7V8V9
Amount1.0000.0000.114-0.1460.025-0.0720.036-0.043-0.024-0.108-0.1050.054-0.0010.049-0.4690.2180.2250.116-0.085-0.0040.050-0.032-0.1360.060-0.0260.001-0.3290.205-0.0370.040-0.042
Class0.0001.000-0.014-0.058-0.0830.087-0.088-0.000-0.094-0.015-0.075-0.065-0.0540.0210.0830.0460.051-0.015-0.014-0.0240.0220.0180.0600.047-0.0890.095-0.047-0.070-0.0670.047-0.074
Time0.114-0.0141.0000.0450.179-0.1850.363-0.340-0.3470.1540.035-0.178-0.0750.026-0.1370.0150.1300.051-0.011-0.0110.055-0.0210.0020.049-0.098-0.035-0.093-0.020-0.0160.048-0.366
V1-0.146-0.0580.0451.0000.1160.014-0.0400.0780.0710.1280.1570.009-0.0820.067-0.372-0.187-0.125-0.126-0.008-0.0020.4090.009-0.109-0.080-0.390-0.023-0.198-0.032-0.327-0.107-0.015
V100.025-0.0830.1790.1161.000-0.0430.058-0.159-0.2270.0830.094-0.153-0.0860.103-0.0770.003-0.0240.0230.0410.0150.001-0.004-0.014-0.091-0.0750.040-0.0500.068-0.111-0.110-0.429
V11-0.0720.087-0.1850.014-0.0431.000-0.1510.1710.374-0.1620.0550.1860.073-0.0690.020-0.022-0.0010.0470.142-0.021-0.1250.013-0.056-0.0870.028-0.0350.006-0.013-0.0220.0110.157
V120.036-0.0880.363-0.0400.058-0.1511.000-0.382-0.5190.138-0.141-0.381-0.1280.031-0.0180.0510.2060.085-0.0070.0240.0180.0180.0930.078-0.0870.034-0.056-0.0140.0920.076-0.365
V13-0.043-0.000-0.3400.078-0.1590.171-0.3821.0000.343-0.1510.0340.2260.077-0.0210.0750.066-0.162-0.044-0.0140.0060.0530.007-0.057-0.0230.0320.0290.0800.017-0.054-0.1750.293
V14-0.024-0.094-0.3470.071-0.2270.374-0.5190.3431.000-0.1300.0120.2300.133-0.0410.075-0.153-0.080-0.1180.103-0.002-0.033-0.003-0.125-0.050-0.0690.0870.0430.006-0.0750.0580.361
V15-0.108-0.0150.1540.1280.083-0.1620.138-0.151-0.1301.0000.041-0.183-0.010-0.0210.0790.0550.0600.0060.1080.018-0.099-0.0320.0480.010-0.213-0.0870.098-0.1910.100-0.110-0.238
V16-0.105-0.0750.0350.1570.0940.055-0.1410.0340.0120.0411.000-0.2810.067-0.0080.0220.1740.052-0.115-0.012-0.0340.0820.101-0.105-0.026-0.193-0.1320.058-0.113-0.1010.038-0.147
V170.054-0.065-0.1780.009-0.1530.186-0.3810.2260.230-0.183-0.2811.000-0.1880.002-0.050-0.106-0.0460.0520.1260.006-0.063-0.0980.0460.0190.0620.171-0.2430.033-0.2570.0690.245
V18-0.001-0.054-0.075-0.082-0.0860.073-0.1280.0770.133-0.0100.067-0.1881.0000.0380.072-0.069-0.062-0.038-0.168-0.0600.0180.0250.0130.007-0.0180.0320.0350.055-0.0500.0800.095
V190.0490.0210.0260.0670.103-0.0690.031-0.021-0.041-0.021-0.0080.0020.0381.000-0.0420.2830.0130.017-0.107-0.025-0.004-0.0470.015-0.047-0.070-0.0660.0130.121-0.0520.013-0.067
V2-0.4690.083-0.137-0.372-0.0770.020-0.0180.0750.0750.0790.022-0.0500.072-0.0421.0000.025-0.140-0.1220.020-0.004-0.296-0.0090.1580.0200.0880.2470.357-0.1200.455-0.066-0.048
V200.2180.0460.015-0.1870.003-0.0220.0510.066-0.1530.0550.174-0.106-0.0690.2830.0251.0000.1270.054-0.1760.030-0.0580.0360.0700.190-0.017-0.0620.1030.0310.1940.014-0.063
V210.2250.0510.130-0.125-0.024-0.0010.206-0.162-0.0800.0600.052-0.046-0.0620.013-0.1400.1271.0000.616-0.2240.0350.026-0.0650.0380.1420.0880.036-0.1650.087-0.1060.132-0.176
V220.116-0.0150.051-0.1260.0230.0470.085-0.044-0.1180.006-0.1150.052-0.0380.017-0.1220.0540.6161.000-0.2370.014-0.001-0.0940.109-0.0320.299-0.002-0.1380.116-0.0610.0900.010
V23-0.085-0.014-0.011-0.0080.0410.142-0.007-0.0140.1030.108-0.0120.126-0.168-0.1070.020-0.176-0.224-0.2371.0000.135-0.3140.0640.0500.0310.0070.017-0.053-0.132-0.0560.058-0.052
V24-0.004-0.024-0.011-0.0020.015-0.0210.0240.006-0.0020.018-0.0340.006-0.060-0.025-0.0040.0300.0350.0140.1351.000-0.015-0.008-0.0320.0800.049-0.018-0.100-0.227-0.009-0.065-0.004
V250.0500.0220.0550.4090.001-0.1250.0180.053-0.033-0.0990.082-0.0630.018-0.004-0.296-0.0580.026-0.001-0.314-0.0151.000-0.148-0.050-0.067-0.3190.019-0.0810.053-0.257-0.0510.095
V26-0.0320.018-0.0210.009-0.0040.0130.0180.007-0.003-0.0320.101-0.0980.025-0.047-0.0090.036-0.065-0.0940.064-0.008-0.1481.000-0.188-0.0070.0640.002-0.0630.035-0.0530.0330.067
V27-0.1360.0600.002-0.109-0.014-0.0560.093-0.057-0.1250.048-0.1050.0460.0130.0150.1580.0700.0380.1090.050-0.032-0.050-0.1881.0000.4040.075-0.0180.0200.039-0.0790.202-0.051
V280.0600.0470.049-0.080-0.091-0.0870.078-0.023-0.0500.010-0.0260.0190.007-0.0470.0200.1900.142-0.0320.0310.080-0.067-0.0070.4041.0000.0390.050-0.061-0.024-0.0170.103-0.114
V3-0.026-0.089-0.098-0.390-0.0750.028-0.0870.032-0.069-0.213-0.1930.062-0.018-0.0700.088-0.0170.0880.2990.0070.049-0.3190.0640.0750.0391.0000.039-0.0410.0410.115-0.0400.134
V40.0010.095-0.035-0.0230.040-0.0350.0340.0290.087-0.087-0.1320.1710.032-0.0660.247-0.0620.036-0.0020.017-0.0180.0190.002-0.0180.0500.0391.0000.0260.1040.0600.0480.047
V5-0.329-0.047-0.093-0.198-0.0500.006-0.0560.0800.0430.0980.058-0.2430.0350.0130.3570.103-0.165-0.138-0.053-0.100-0.081-0.0630.020-0.061-0.0410.0261.0000.1110.3850.006-0.069
V60.205-0.070-0.020-0.0320.068-0.013-0.0140.0170.006-0.191-0.1130.0330.0550.121-0.1200.0310.0870.116-0.132-0.2270.0530.0350.039-0.0240.0410.1040.1111.000-0.2210.4300.092
V7-0.037-0.067-0.016-0.327-0.111-0.0220.092-0.054-0.0750.100-0.101-0.257-0.050-0.0520.4550.194-0.106-0.061-0.056-0.009-0.257-0.053-0.079-0.0170.1150.0600.385-0.2211.000-0.403-0.118
V80.0400.0470.048-0.107-0.1100.0110.076-0.1750.058-0.1100.0380.0690.0800.013-0.0660.0140.1320.0900.058-0.065-0.0510.0330.2020.103-0.0400.0480.0060.430-0.4031.000-0.012
V9-0.042-0.074-0.366-0.015-0.4290.157-0.3650.2930.361-0.238-0.1470.2450.095-0.067-0.048-0.063-0.1760.010-0.052-0.0040.0950.067-0.051-0.1140.1340.047-0.0690.092-0.118-0.0121.000

Missing values

2023-12-20T17:45:30.514993image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-20T17:45:31.697380image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

TimeV1V2V3V4V5V6V7V8V9V10V11V12V13V14V15V16V17V18V19V20V21V22V23V24V25V26V27V28AmountClass
44383769-0.810139-0.2590910.665533-1.6909662.5148493.242300-0.8523150.631280-0.0907010.6026331.080744-3.6297211.8479821.1022880.7438100.9322550.755137-0.6255131.9708050.531996-0.338012-0.748692-0.2243640.9374850.179668-0.3432280.039027-0.0782425.000.0
25100335161.320845-0.4846170.562691-0.631962-1.026439-0.804004-0.522531-0.117395-0.8756780.5686670.349254-0.2990600.222560-0.0871850.9956900.7821190.627302-2.1364760.1158430.0611750.011933-0.0721320.1463050.4009180.195011-0.4115880.0198990.02233722.950.0
2408433062-0.166668-3.050159-0.7909540.018760-1.489578-0.0096380.560376-0.162657-1.0274440.4141451.0486390.331696-0.6409460.583003-0.304401-1.7524570.4107260.900967-0.7711000.9925280.086372-0.933789-0.6559370.0944080.0208331.024663-0.2068690.116595776.000.0
20441310431.495615-0.293265-0.639263-1.0566270.070191-0.395913-0.101078-0.237903-1.4621800.8335590.5733180.1454801.0992930.069303-0.2878541.222148-0.316261-0.8320661.3598340.1612570.1730740.455035-0.328394-0.7717550.948949-0.032337-0.027830-0.01890410.000.0
636475801.1342750.2424040.7262561.274202-0.272709-0.161182-0.237634-0.0288961.184706-0.1843881.958115-1.7338001.6511321.847429-0.3078110.634512-0.1852610.791543-0.269314-0.095263-0.180213-0.364586-0.034631-0.0747120.389912-0.517930-0.0032730.01716936.000.0
2821734907-1.4416900.4182131.178188-0.2207970.110525-0.2777920.966046-0.485118-0.3347190.6206352.1331270.8706520.2975510.0404470.932119-0.5438840.039540-0.8786161.404958-0.241723-0.398989-0.8842310.4317910.243338-0.9822470.526457-0.9419760.23724564.750.0
10080152971.1946470.0327831.0056670.238998-0.815749-0.669301-0.453765-0.0808411.371986-0.3765332.626389-1.4401891.8348991.696112-0.1944420.6370490.1293370.255818-0.033792-0.075295-0.273420-0.5978200.1715990.511290-0.0681510.718888-0.0928340.00178411.990.0
14279253481.096714-1.049339-0.073346-1.0019500.0847681.947188-0.9266990.628543-0.7169490.5032481.3296700.036976-0.5244060.0648490.4864560.0042221.200352-2.773702-0.1339410.0589390.1230270.304479-0.038933-1.8712200.201114-0.1422920.059422-0.00745779.710.0
68028573-4.271080-0.7959200.2559750.9580400.724432-1.643109-0.3459980.4312101.7783480.1588481.091841-2.6107191.0887911.1931030.7882790.3904121.230132-0.381040-0.448715-1.751347-1.136837-0.4611022.2135110.2902570.4614340.1961981.007788-0.6641479.810.0
12602220761.0906660.336109-0.0726211.3849670.060575-1.0969740.623667-0.4897970.919411-0.3855410.667924-2.0231212.1531401.921297-0.097442-0.2552700.392384-0.136393-0.4891770.034026-0.082523-0.131621-0.2268130.3586350.810954-0.346882-0.0500010.02269899.990.0
TimeV1V2V3V4V5V6V7V8V9V10V11V12V13V14V15V16V17V18V19V20V21V22V23V24V25V26V27V28AmountClass
2492933445-0.8264140.4980701.697485-0.043207-0.9602750.0834360.832737-0.855693-0.4630922.3605381.270785-0.424231-0.586268-0.6006480.650808-1.658548-0.6119832.231769-0.343884-0.423202-0.1095160.715979-0.0725490.497344-0.826328-0.429828-0.850104-0.438258100.520.0
16377277571.317482-0.010520-0.142468-0.746414-0.414413-1.3922460.299076-0.3671231.117967-1.010185-0.3228920.9631100.2700180.2282220.634148-1.1421280.124050-0.3495170.825020-0.120292-0.0150030.244058-0.1990900.4310020.975013-0.5507240.0393000.0120681.000.0
2116831513-0.3445220.9988301.2556740.080691-0.135711-1.0247770.5952810.027913-0.124619-0.460139-0.516191-1.031353-1.672149-0.0728871.0902630.4665560.1108830.081249-0.0795370.001786-0.283578-0.8357740.0096480.285099-0.2207360.0778100.2335110.0945414.490.0
151411790.657389-0.6437890.9473021.257065-1.068192-0.234603-0.1345540.0249790.045412-0.0133741.5893971.3461910.7404730.1659690.6163370.705222-0.8639360.599911-0.4480580.4261670.2505630.190877-0.1894650.5452840.208661-0.4977450.0114240.074978251.350.0
20161557-1.9671592.7644581.083125-0.9048552.767055-0.3662714.648472-4.2088465.6476939.7598940.947911-1.5219470.246255-4.9064481.491842-2.307104-2.612198-0.7340490.2205203.815201-1.4195820.612482-0.611963-0.494140-0.151419-0.824974-0.785974-2.9092943.990.0
825511063-0.9931930.0867112.114904-0.7393280.416040-0.863892-0.0830050.0450360.895823-1.0029092.148331-1.6932802.0381331.471089-0.8154710.803817-0.2296550.713640-0.6600180.0944110.1354370.384485-0.0616640.355099-0.2617080.838299-0.0314590.10622515.950.0
1935330208-0.3980261.0317961.3850730.001439-0.081264-0.7949360.5590860.105103-0.550763-0.3196981.5366910.263077-0.780549-0.0657310.2637890.555905-0.1237500.3854870.1270730.067199-0.207951-0.6028970.0059210.463092-0.2444360.0444240.2372030.0884662.690.0
23672328631.1844910.2689530.2609431.142464-0.295437-0.9527620.262438-0.243415-0.026831-0.000687-0.3902470.2096090.0443220.3879170.9194210.052446-0.429150-0.148849-0.379137-0.0777530.0465210.112671-0.1275240.3951060.678202-0.3315560.0081100.02582835.530.0
27949347791.155594-0.5292071.1041540.202021-1.380181-0.483989-0.7420670.1123101.294203-0.363354-0.877288-0.265908-1.286658-0.1713060.4492510.2295750.004264-0.2172910.231097-0.087177-0.114846-0.2748270.0495620.4385500.0546860.991065-0.0489270.01899139.950.0
11632199131.369357-0.3058600.905715-0.139212-1.166435-1.052443-0.543607-0.3625310.5950000.0811941.069102-1.9232372.9809480.721196-1.4197290.3252991.526716-1.8424320.5270310.064017-0.1237470.0608160.0319650.9216650.511959-0.319865-0.0020640.0143325.000.0